From: Ensemble learning for predicting ex vivo human placental barrier permeability
Feature | Coefficient of linear regression | Ranking by coefficient | Feature importance of random forest | Ranking by feature importance | Overall ranking |
---|---|---|---|---|---|
MLFER_BH | − 0.035 | 4 | 0.133 | 5 | 5 |
AATSC3v | − 0.039 | 3 | 0.159 | 3 | 2 |
AATSC2i | − 0.023 | 6 | 0.100 | 7 | 7 |
GATS1s | 0.019 | 7 | 0.180 | 1 | 4 |
AATSC1c | 0.045 | 2 | 0.170 | 2 | 1 |
MATS2i | 0.072 | 1 | 0.101 | 6 | 3 |
GATS5m | − 0.029 | 5 | 0.157 | 4 | 5 |